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[PR #1186] [MERGED] feat: implement Gemini text embeddings #1758

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opened 2026-02-16 10:23:53 -05:00 by yindo · 0 comments
yindo commented 2026-02-16 10:23:53 -05:00
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📋 Pull Request Information

Original PR: https://github.com/langgenius/dify-official-plugins/pull/1186
Author: @khoazero123
Created: 7/1/2025
Status: ✅ Merged
Merged: 7/8/2025
Merged by: @crazywoola

Base: main ← Head: feat/implement-gemini-text-embeddings

📝 Commits (2)

  • 43b2e10 feat: implement Gemini text embeddings
  • 622b9a2 Update models/gemini/requirements.txt

📊 Changes

10 files changed (+318 additions, -7 deletions)

View changed files

📝 models/gemini/manifest.yaml (+1 -1)
➕ models/gemini/models/common_gemini.py (+32 -0)
📝 models/gemini/models/llm/llm.py (+1 -1)
➕ models/gemini/models/text_embedding/_position.yaml (+3 -0)
➕ models/gemini/models/text_embedding/embedding-001.yaml (+9 -0)
➕ models/gemini/models/text_embedding/gemini-embedding-exp-03-07.yaml (+9 -0)
➕ models/gemini/models/text_embedding/text-embedding-004.yaml (+9 -0)
➕ models/gemini/models/text_embedding/text_embedding.py (+241 -0)
📝 models/gemini/provider/google.yaml (+10 -4)
📝 models/gemini/requirements.txt (+3 -1)

📄 Description

Related Issues or Context

langgenius/dify#15529
https://ai.google.dev/gemini-api/docs/embeddings
https://ai.google.dev/gemini-api/docs/pricing#text-embedding-004

This PR contains Changes to Non-Plugin

  • Documentation
  • Other

This PR contains Changes to Non-LLM Models Plugin

  • I have Run Comprehensive Tests Relevant to My Changes

This PR contains Changes to LLM Models Plugin

  • My Changes Affect Message Flow Handling (System Messages and User→Assistant Turn-Taking)
  • My Changes Affect Tool Interaction Flow (Multi-Round Usage and Output Handling, for both Agent App and Agent Node)
  • My Changes Affect Multimodal Input Handling (Images, PDFs, Audio, Video, etc.)
  • My Changes Affect Multimodal Output Generation (Images, Audio, Video, etc.)
  • My Changes Affect Structured Output Format (JSON, XML, etc.)
  • My Changes Affect Token Consumption Metrics
  • My Changes Affect Other LLM Functionalities (Reasoning Process, Grounding, Prompt Caching, etc.)

Version Control (Any Changes to the Plugin Will Require Bumping the Version)

  • I have Bumped Up the Version in Manifest.yaml (Top-Level Version Field, Not in Meta Section)

Dify Plugin SDK Version

  • I have Ensured dify_plugin>=0.3.0,<0.5.0 is in requirements.txt (SDK docs)

Environment Verification (If Any Code Changes)

Local Deployment Environment

  • Dify Version is: 1.5.0, I have Tested My Changes on Local Deployment Dify with a Clean Environment That Matches the Production Configuration.

SaaS Environment

  • I have Tested My Changes on cloud.dify.ai with a Clean Environment That Matches the Production Configuration

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/langgenius/dify-official-plugins/pull/1186 **Author:** [@khoazero123](https://github.com/khoazero123) **Created:** 7/1/2025 **Status:** ✅ Merged **Merged:** 7/8/2025 **Merged by:** [@crazywoola](https://github.com/crazywoola) **Base:** `main` ← **Head:** `feat/implement-gemini-text-embeddings` --- ### 📝 Commits (2) - [`43b2e10`](https://github.com/langgenius/dify-official-plugins/commit/43b2e108f963c0db5bedfbc30654ae8d1d3a3c0f) feat: implement Gemini text embeddings - [`622b9a2`](https://github.com/langgenius/dify-official-plugins/commit/622b9a2324170dd7c2065c52d6537cabeffaa546) Update models/gemini/requirements.txt ### 📊 Changes **10 files changed** (+318 additions, -7 deletions) <details> <summary>View changed files</summary> 📝 `models/gemini/manifest.yaml` (+1 -1) ➕ `models/gemini/models/common_gemini.py` (+32 -0) 📝 `models/gemini/models/llm/llm.py` (+1 -1) ➕ `models/gemini/models/text_embedding/_position.yaml` (+3 -0) ➕ `models/gemini/models/text_embedding/embedding-001.yaml` (+9 -0) ➕ `models/gemini/models/text_embedding/gemini-embedding-exp-03-07.yaml` (+9 -0) ➕ `models/gemini/models/text_embedding/text-embedding-004.yaml` (+9 -0) ➕ `models/gemini/models/text_embedding/text_embedding.py` (+241 -0) 📝 `models/gemini/provider/google.yaml` (+10 -4) 📝 `models/gemini/requirements.txt` (+3 -1) </details> ### 📄 Description ## Related Issues or Context [langgenius/dify#15529](https://github.com/langgenius/dify/issues/15529) https://ai.google.dev/gemini-api/docs/embeddings https://ai.google.dev/gemini-api/docs/pricing#text-embedding-004 ## This PR contains Changes to *Non-Plugin* - [ ] Documentation - [ ] Other ## This PR contains Changes to *Non-LLM Models Plugin* - [ ] I have Run Comprehensive Tests Relevant to My Changes <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> ## This PR contains Changes to *LLM Models Plugin* <!-- LLM Models Test Example: --> <!-- https://github.com/langgenius/dify-official-plugins/blob/main/.assets/test-examples/llm-plugin-tests/llm_test_example.md --> - [ ] My Changes Affect Message Flow Handling (System Messages and User→Assistant Turn-Taking) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Tool Interaction Flow (Multi-Round Usage and Output Handling, for both Agent App and Agent Node) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Multimodal Input Handling (Images, PDFs, Audio, Video, etc.) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Multimodal Output Generation (Images, Audio, Video, etc.) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Structured Output Format (JSON, XML, etc.) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Token Consumption Metrics <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [ ] My Changes Affect Other LLM Functionalities (Reasoning Process, Grounding, Prompt Caching, etc.) <!-- 📷 Include Screenshots/Videos Demonstrating the Fix, New Feature, or the Behavior Before/After Breaking Changes. --> - [x] Other Changes (Add New Models, Fix Model Parameters etc.) [Videos Demonstrating](https://github.com/user-attachments/assets/740fe2ab-bff6-422a-86e9-688c5abb21d4) ![image](https://github.com/user-attachments/assets/23e21cea-a503-462b-8c3f-bbc69e2454aa) ## Version Control (Any Changes to the Plugin Will Require Bumping the Version) - [x] I have Bumped Up the Version in Manifest.yaml (Top-Level `Version` Field, Not in Meta Section) <!-- ⚠️ NOTE: Version Format: MAJOR.MINOR.PATCH - MAJOR (0.x.x): Reserved for Significant architectural changes or incompatible API modifications - MINOR (x.0.x): For New feature additions while maintaining backward compatibility - PATCH (x.x.0): For Backward-compatible bug fixes and minor improvements - Note: Each Version Component (MAJOR, MINOR, PATCH) Can Be 2 Digits, e.g., 10.11.22 --> ## Dify Plugin SDK Version - [x] I have Ensured `dify_plugin>=0.3.0,<0.5.0` is in requirements.txt ([SDK docs](https://github.com/langgenius/dify-plugin-sdks/blob/main/python/README.md)) ## Environment Verification (If Any Code Changes) <!-- ⚠️ NOTE: At Least One Environment Must Be Tested. --> ### Local Deployment Environment - [x] Dify Version is: 1.5.0, I have Tested My Changes on Local Deployment Dify with a Clean Environment That Matches the Production Configuration. <!-- - Python Virtual Env Matching Manifest.yaml & requirements.txt - No Breaking Changes in Dify That May Affect the Testing Result --> ### SaaS Environment - [x] I have Tested My Changes on cloud.dify.ai with a Clean Environment That Matches the Production Configuration <!-- - Python Virtual Env Matching Manifest.yaml & requirements.txt --> --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
yindo added the pull-request label 2026-02-16 10:23:53 -05:00
yindo closed this issue 2026-02-16 10:23:53 -05:00
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Reference: langgenius/dify-official-plugins#1758
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